Tree-based Pipeline Optimization Tool

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License: GNU Lesser General Public License v3 (LGPLv3) (GNU/LGPLv3)

Author: Randal S. Olson

Tags pipeline optimization, hyperparameter optimization, data science, machine learning, genetic programming, evolutionary computation

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Avatar for moorelab from gravatar.com moorelab Avatar for rhiever from gravatar.com rhiever Avatar for weixuanf from gravatar.com weixuanf

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Project description

A Python tool that automatically creates and optimizes machine learning pipelines using genetic programming.

Contact

If you have any questions or comments about TPOT, please feel free to contact us via:

E-mail: ttle@pennmedicine.upenn.edu or weixuanf@pennmedicine.upenn.edu

or Twitter: https://twitter.com/trang1618 or https://twitter.com/WeixuanFu

This project is hosted at https://github.com/EpistasisLab/tpot

Project details

Project links

Statistics

View statistics for this project via Libraries.io, or by using our public dataset on Google BigQuery

Meta

License: GNU Lesser General Public License v3 (LGPLv3) (GNU/LGPLv3)

Author: Randal S. Olson

Tags pipeline optimization, hyperparameter optimization, data science, machine learning, genetic programming, evolutionary computation

Maintainers

Avatar for moorelab from gravatar.com moorelab Avatar for rhiever from gravatar.com rhiever Avatar for weixuanf from gravatar.com weixuanf

Classifiers


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This version

0.11.7

0.11.6.post3

0.11.6.post2

0.11.6.post1

0.11.6

0.11.5

0.11.4

0.11.3

0.11.3a0 pre-release

0.11.2

0.11.1

0.11.0

0.10.2

0.10.1

0.10.0

0.9.6

0.9.5

0.9.4

0.9.3

0.9.2

0.9.1

0.9.0

0.8.3

0.8.2

0.8.1

0.8.0

0.7.5

0.7.4

0.7.3

0.7.2

0.7.1

0.7.0

0.6.8

0.6.7

0.6.6

0.6.5

0.6.4

0.6.3

0.6.2

0.6.1

0.6.0

0.5.2

0.5.1

0.5.0

0.4.1

0.4

0.3.0

0.2.10

0.2.9

0.2.8

0.2.7

0.2.6

0.2.5

0.2.3

0.2.2

0.2.0

0.1.3

0.1.2

0.1.1

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